Physionet Data Challenge 2019

Dataset statistics

Number of variables	44
Number of observations	40336
Missing cells	509176
Missing cells (%)	28.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	13.5 MiB
Average record size in memory	352.0 B

Variable types

Numeric	39
Categorical	5

Alerts

`SBP` is highly correlated with `MAP` and 1 other fields	High correlation
`MAP` is highly correlated with `SBP` and 1 other fields	High correlation
`DBP` is highly correlated with `SBP` and 1 other fields	High correlation
`BaseExcess` is highly correlated with `HCO3` and 1 other fields	High correlation
`HCO3` is highly correlated with `BaseExcess` and 1 other fields	High correlation
`pH` is highly correlated with `BaseExcess`	High correlation
`PaCO2` is highly correlated with `HCO3`	High correlation
`AST` is highly correlated with `Bilirubin_direct`	High correlation
`BUN` is highly correlated with `Creatinine`	High correlation
`Creatinine` is highly correlated with `BUN`	High correlation
`Bilirubin_direct` is highly correlated with `AST` and 1 other fields	High correlation
`Bilirubin_total` is highly correlated with `Bilirubin_direct`	High correlation
`Hct` is highly correlated with `Hgb`	High correlation
`Hgb` is highly correlated with `Hct`	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`SBP` is highly correlated with `MAP` and 1 other fields	High correlation
`MAP` is highly correlated with `SBP` and 1 other fields	High correlation
`DBP` is highly correlated with `SBP` and 1 other fields	High correlation
`BaseExcess` is highly correlated with `HCO3` and 2 other fields	High correlation
`HCO3` is highly correlated with `BaseExcess` and 1 other fields	High correlation
`pH` is highly correlated with `BaseExcess`	High correlation
`PaCO2` is highly correlated with `BaseExcess` and 1 other fields	High correlation
`BUN` is highly correlated with `Creatinine` and 1 other fields	High correlation
`Creatinine` is highly correlated with `BUN` and 1 other fields	High correlation
`Bilirubin_direct` is highly correlated with `Bilirubin_total`	High correlation
`Phosphate` is highly correlated with `BUN` and 1 other fields	High correlation
`Bilirubin_total` is highly correlated with `Bilirubin_direct`	High correlation
`Hct` is highly correlated with `Hgb`	High correlation
`Hgb` is highly correlated with `Hct`	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`SBP` is highly correlated with `MAP`	High correlation
`MAP` is highly correlated with `SBP` and 1 other fields	High correlation
`DBP` is highly correlated with `MAP`	High correlation
`BaseExcess` is highly correlated with `HCO3` and 1 other fields	High correlation
`HCO3` is highly correlated with `BaseExcess`	High correlation
`pH` is highly correlated with `BaseExcess`	High correlation
`BUN` is highly correlated with `Creatinine`	High correlation
`Creatinine` is highly correlated with `BUN`	High correlation
`Bilirubin_direct` is highly correlated with `Bilirubin_total`	High correlation
`Bilirubin_total` is highly correlated with `Bilirubin_direct`	High correlation
`Hct` is highly correlated with `Hgb`	High correlation
`Hgb` is highly correlated with `Hct`	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`DBP` has 7411 (18.4%) missing values	Missing
`EtCO2` has 37120 (92.0%) missing values	Missing
`BaseExcess` has 27126 (67.3%) missing values	Missing
`HCO3` has 20119 (49.9%) missing values	Missing
`FiO2` has 22527 (55.8%) missing values	Missing
`pH` has 21401 (53.1%) missing values	Missing
`PaCO2` has 21980 (54.5%) missing values	Missing
`SaO2` has 27248 (67.6%) missing values	Missing
`AST` has 25979 (64.4%) missing values	Missing
`BUN` has 2018 (5.0%) missing values	Missing
`Alkalinephos` has 26163 (64.9%) missing values	Missing
`Calcium` has 5339 (13.2%) missing values	Missing
`Chloride` has 18925 (46.9%) missing values	Missing
`Creatinine` has 2049 (5.1%) missing values	Missing
`Bilirubin_direct` has 38279 (94.9%) missing values	Missing
`Glucose` has 1580 (3.9%) missing values	Missing
`Lactate` has 27843 (69.0%) missing values	Missing
`Magnesium` has 4931 (12.2%) missing values	Missing
`Phosphate` has 12015 (29.8%) missing values	Missing
`Potassium` has 1867 (4.6%) missing values	Missing
`Bilirubin_total` has 26088 (64.7%) missing values	Missing
`TroponinI` has 33283 (82.5%) missing values	Missing
`Hct` has 2317 (5.7%) missing values	Missing
`Hgb` has 2448 (6.1%) missing values	Missing
`PTT` has 20098 (49.8%) missing values	Missing
`WBC` has 2625 (6.5%) missing values	Missing
`Fibrinogen` has 35821 (88.8%) missing values	Missing
`Platelets` has 2577 (6.4%) missing values	Missing
`Unit1` has 15617 (38.7%) missing values	Missing
`Unit2` has 15617 (38.7%) missing values	Missing
`FiO2` is highly skewed (γ1 = -81.07615775)	Skewed
`ICULOS` is highly skewed (γ1 = 77.93149665)	Skewed
`PatientID` has unique values	Unique
`BaseExcess` has 2279 (5.7%) zeros	Zeros
`HospAdmTime` has 1313 (3.3%) zeros	Zeros

Reproduction

Analysis started	2021-11-29 10:27:10.332688
Analysis finished	2021-11-29 10:27:22.885779
Duration	12.55 seconds
Software version	pandas-profiling v3.1.1
Download configuration	config.json

PatientID
Real number (ℝ_≥0)

UNIQUE

Distinct	40336
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59671.27286

Minimum	1
Maximum	120000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	1
5-th percentile	2017.75
Q1	10084.75
median	20475.5
Q3	109916.25
95-th percentile	117983.25
Maximum	120000
Range	119999
Interquartile range (IQR)	99831.5

Descriptive statistics

Standard deviation	50251.33712
Coefficient of variation (CV)	0.842136169
Kurtosis	-1.946653503
Mean	59671.27286
Median Absolute Deviation (MAD)	20307
Skewness	0.01560297418
Sum	2406900462
Variance	2525196883
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
106559	1	< 0.1%
106552	1	< 0.1%
106553	1	< 0.1%
106554	1	< 0.1%
106555	1	< 0.1%
106556	1	< 0.1%
106557	1	< 0.1%
106558	1	< 0.1%
106560	1	< 0.1%
Other values (40326)	40326	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
120000	1	< 0.1%
119999	1	< 0.1%
119998	1	< 0.1%
119997	1	< 0.1%
119996	1	< 0.1%
119995	1	< 0.1%
119994	1	< 0.1%
119993	1	< 0.1%
119992	1	< 0.1%
119991	1	< 0.1%

HR
Real number (ℝ_≥0)

Distinct	214
Distinct (%)	0.5%
Missing	5
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	69.65462052

Minimum	20
Maximum	154.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	20
5-th percentile	49
Q1	60
median	69
Q3	78
95-th percentile	94
Maximum	154.5
Range	134.5
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	13.85867914
Coefficient of variation (CV)	0.1989628116
Kurtosis	0.5707377749
Mean	69.65462052
Median Absolute Deviation (MAD)	9
Skewness	0.4224599554
Sum	2809240.5
Variance	192.0629875
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	1554	3.9%
70	1353	3.4%
68	1280	3.2%
62	1170	2.9%
66	1148	2.8%
64	1131	2.8%
72	1070	2.7%
80	1032	2.6%
74	1013	2.5%
65	1004	2.5%
Other values (204)	28576	70.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	4	< 0.1%
21	3	< 0.1%
22	4	< 0.1%
23	2	< 0.1%
23.5	1	< 0.1%
24	2	< 0.1%
25	5	< 0.1%
26	3	< 0.1%
26.5	1	< 0.1%
27	5	< 0.1%

Value	Count	Frequency (%)
154.5	1	< 0.1%
146	1	< 0.1%
144	1	< 0.1%
140	1	< 0.1%
137	1	< 0.1%
136	1	< 0.1%
135	1	< 0.1%
134.5	1	< 0.1%
134	1	< 0.1%
133.5	1	< 0.1%

O2Sat
Real number (ℝ_≥0)

Distinct	136
Distinct (%)	0.3%
Missing	18
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	91.91585644

Minimum	20
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	20
5-th percentile	83
Q1	91
median	93
Q3	95
95-th percentile	98
Maximum	100
Range	80
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	6.725975045
Coefficient of variation (CV)	0.07317535086
Kurtosis	34.44560217
Mean	91.91585644
Median Absolute Deviation (MAD)	2
Skewness	-4.774912602
Sum	3705863.5
Variance	45.23874031
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94	4856	12.0%
93	4727	11.7%
92	4358	10.8%
95	4353	10.8%
96	3400	8.4%
91	3094	7.7%
90	2415	6.0%
97	2295	5.7%
98	1307	3.2%
89	1275	3.2%
Other values (126)	8238	20.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	14	< 0.1%
21	6	< 0.1%
22	9	< 0.1%
23	5	< 0.1%
24	8	< 0.1%
25	3	< 0.1%
26	7	< 0.1%
27	6	< 0.1%
28	8	< 0.1%
29	6	< 0.1%

Value	Count	Frequency (%)
100	349	0.9%
99.5	41	0.1%
99	640	1.6%
98.5	65	0.2%
98	1307	3.2%
97.5	118	0.3%
97	2295	5.7%
96.5	172	0.4%
96	3400	8.4%
95.5	207	0.5%

Temp
Real number (ℝ_≥0)

Distinct	327
Distinct (%)	0.8%
Missing	284
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	36.07429616

Minimum	20.9
Maximum	39.33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	20.9
5-th percentile	35.06
Q1	35.7
median	36.1
Q3	36.5
95-th percentile	37
Maximum	39.33
Range	18.43
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	0.6855312438
Coefficient of variation (CV)	0.01900331584
Kurtosis	29.37012616
Mean	36.07429616
Median Absolute Deviation (MAD)	0.4
Skewness	-2.326754768
Sum	1444847.71
Variance	0.4699530863
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	2913	7.2%
36.5	1824	4.5%
36.2	1537	3.8%
36.4	1518	3.8%
36.3	1416	3.5%
36.1	1389	3.4%
35.9	1271	3.2%
35.8	1192	3.0%
36.11	1168	2.9%
35.5	1058	2.6%
Other values (317)	24766	61.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20.9	1	< 0.1%
21	1	< 0.1%
23	1	< 0.1%
23.6	1	< 0.1%
26.6	1	< 0.1%
26.67	5	< 0.1%
28	1	< 0.1%
29.6	1	< 0.1%
29.61	1	< 0.1%
29.8	1	< 0.1%

Value	Count	Frequency (%)
39.33	1	< 0.1%
39.2	1	< 0.1%
39.17	1	< 0.1%
39.11	1	< 0.1%
39.1	1	< 0.1%
38.89	1	< 0.1%
38.83	1	< 0.1%
38.8	3	< 0.1%
38.78	1	< 0.1%
38.7	3	< 0.1%

SBP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	393
Distinct (%)	1.0%
Missing	282
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	97.20425351

Minimum	20
Maximum	190
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	20
5-th percentile	73.5
Q1	87
median	95
Q3	106.5
95-th percentile	127.5
Maximum	190
Range	170
Interquartile range (IQR)	19.5

Descriptive statistics

Standard deviation	16.72265311
Coefficient of variation (CV)	0.1720362279
Kurtosis	1.331382014
Mean	97.20425351
Median Absolute Deviation (MAD)	10
Skewness	0.3952624199
Sum	3893419.17
Variance	279.647127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	1334	3.3%
91	1174	2.9%
92	1171	2.9%
94	1131	2.8%
93	1075	2.7%
95	990	2.5%
96	960	2.4%
97	949	2.4%
89	937	2.3%
98	933	2.3%
Other values (383)	29400	72.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	4	< 0.1%
21	2	< 0.1%
22	6	< 0.1%
23.5	1	< 0.1%
24	5	< 0.1%
25	5	< 0.1%
26	2	< 0.1%
27	2	< 0.1%
27.5	1	< 0.1%
28	3	< 0.1%

Value	Count	Frequency (%)
190	1	< 0.1%
187	1	< 0.1%
183	1	< 0.1%
181	1	< 0.1%
180	2	< 0.1%
178.5	1	< 0.1%
176	1	< 0.1%
174	1	< 0.1%
172	1	< 0.1%
171	1	< 0.1%

MAP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	428
Distinct (%)	1.1%
Missing	104
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	64.57407611

Minimum	20
Maximum	140
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	20
5-th percentile	46
Q1	57
median	63
Q3	72
95-th percentile	87
Maximum	140
Range	120
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	12.63975685
Coefficient of variation (CV)	0.1957404211
Kurtosis	1.198004199
Mean	64.57407611
Median Absolute Deviation (MAD)	7
Skewness	0.4357847718
Sum	2597944.23
Variance	159.7634533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	1374	3.4%
62	1372	3.4%
64	1322	3.3%
61	1310	3.2%
63	1241	3.1%
58	1215	3.0%
59	1130	2.8%
66	1112	2.8%
65	1103	2.7%
68	1083	2.7%
Other values (418)	27970	69.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	19	< 0.1%
20.33	1	< 0.1%
20.5	2	< 0.1%
21	7	< 0.1%
21.33	1	< 0.1%
21.5	1	< 0.1%
22	15	< 0.1%
22.5	3	< 0.1%
23	12	< 0.1%
23.5	1	< 0.1%

Value	Count	Frequency (%)
140	1	< 0.1%
136	1	< 0.1%
130	1	< 0.1%
129	2	< 0.1%
126	1	< 0.1%
125	2	< 0.1%
124	1	< 0.1%
123	1	< 0.1%
122.5	2	< 0.1%
122	2	< 0.1%

DBP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	192
Distinct (%)	0.6%
Missing	7411
Missing (%)	18.4%
Infinite	0
Infinite (%)	0.0%
Mean	50.2514044

Minimum	20
Maximum	134
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	20
5-th percentile	34.5
Q1	43.5
median	50
Q3	56
95-th percentile	69
Maximum	134
Range	114
Interquartile range (IQR)	12.5

Descriptive statistics

Standard deviation	10.38313907
Coefficient of variation (CV)	0.2066238585
Kurtosis	1.033972871
Mean	50.2514044
Median Absolute Deviation (MAD)	6
Skewness	0.4665701875
Sum	1654527.49
Variance	107.809577
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	1575	3.9%
52	1343	3.3%
48	1335	3.3%
51	1314	3.3%
46	1270	3.1%
44	1243	3.1%
49	1160	2.9%
47	1133	2.8%
45	1118	2.8%
53	1117	2.8%
Other values (182)	20317	50.4%
(Missing)	7411	18.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	29	0.1%
20.5	4	< 0.1%
21	20	< 0.1%
21.5	6	< 0.1%
22	27	0.1%
22.5	1	< 0.1%
23	38	0.1%
23.25	1	< 0.1%
23.5	2	< 0.1%
24	45	0.1%

Value	Count	Frequency (%)
134	1	< 0.1%
117	1	< 0.1%
109	1	< 0.1%
108	1	< 0.1%
105	2	< 0.1%
100.5	1	< 0.1%
98	1	< 0.1%
97	2	< 0.1%
96	3	< 0.1%
95	6	< 0.1%

Resp
Real number (ℝ_≥0)

Distinct	87
Distinct (%)	0.2%
Missing	71
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	12.55075723

Minimum	1
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	10
median	12
Q3	15
95-th percentile	18
Maximum	35
Range	34
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.507440418
Coefficient of variation (CV)	0.2794604623
Kurtosis	1.491944718
Mean	12.55075723
Median Absolute Deviation (MAD)	2
Skewness	-0.006659246793
Sum	505356.24
Variance	12.30213829
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	6342	15.7%
10	4752	11.8%
14	4727	11.7%
16	3543	8.8%
11	3437	8.5%
13	3172	7.9%
15	2785	6.9%
9	1862	4.6%
8	1537	3.8%
18	1506	3.7%
Other values (77)	6602	16.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	246	0.6%
1.5	18	< 0.1%
2	191	0.5%
2.5	19	< 0.1%
3	159	0.4%
3.5	13	< 0.1%
3.84	1	< 0.1%
4	168	0.4%
4.5	7	< 0.1%
5	230	0.6%

Value	Count	Frequency (%)
35	2	< 0.1%
34	2	< 0.1%
33	1	< 0.1%
32	4	< 0.1%
31	2	< 0.1%
30	5	< 0.1%
29	5	< 0.1%
28.5	1	< 0.1%
28	16	< 0.1%
27.5	1	< 0.1%

EtCO2
Real number (ℝ_≥0)

MISSING

Distinct	91
Distinct (%)	2.8%
Missing	37120
Missing (%)	92.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.01912313

Minimum	10
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	10
5-th percentile	12
Q1	22
median	28
Q3	33
95-th percentile	39.5
Maximum	100
Range	90
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	11.00698314
Coefficient of variation (CV)	0.3928382442
Kurtosis	16.56850982
Mean	28.01912313
Median Absolute Deviation (MAD)	5.5
Skewness	2.812296261
Sum	90109.5
Variance	121.1536777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	155	0.4%
28	145	0.4%
32	130	0.3%
24	128	0.3%
29	128	0.3%
26	123	0.3%
31	121	0.3%
27	113	0.3%
34	111	0.3%
25	109	0.3%
Other values (81)	1953	4.8%
(Missing)	37120	92.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	75	0.2%
10.5	13	< 0.1%
11	31	0.1%
11.5	8	< 0.1%
12	42	0.1%
12.5	9	< 0.1%
13	40	0.1%
13.5	10	< 0.1%
14	31	0.1%
14.5	11	< 0.1%

Value	Count	Frequency (%)
100	7	< 0.1%
99	4	< 0.1%
98	6	< 0.1%
97	9	< 0.1%
96	3	< 0.1%
95	1	< 0.1%
94	2	< 0.1%
93	2	< 0.1%
92	4	< 0.1%
86	1	< 0.1%

BaseExcess
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	259
Distinct (%)	2.0%
Missing	27126
Missing (%)	67.3%
Infinite	0
Infinite (%)	0.0%
Mean	-2.362978804

Minimum	-32
Maximum	25
Zeros	2279
Zeros (%)	5.7%
Negative	8592
Negative (%)	21.3%
Memory size	315.2 KiB

Quantile statistics

Minimum	-32
5-th percentile	-10
Q1	-5
median	-2
Q3	0
95-th percentile	4
Maximum	25
Range	57
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.570287145
Coefficient of variation (CV)	-1.934121092
Kurtosis	4.009071009
Mean	-2.362978804
Median Absolute Deviation (MAD)	2
Skewness	-0.6233027456
Sum	-31214.95
Variance	20.88752459
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2279	5.7%
-2	1341	3.3%
-3	1262	3.1%
-1	1246	3.1%
-4	1013	2.5%
-5	829	2.1%
-6	615	1.5%
1	589	1.5%
2	459	1.1%
-7	424	1.1%
Other values (249)	3153	7.8%
(Missing)	27126	67.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-32	1	< 0.1%
-30	1	< 0.1%
-29	2	< 0.1%
-28	2	< 0.1%
-27	5	< 0.1%
-26.5	1	< 0.1%
-26	4	< 0.1%
-25.5	1	< 0.1%
-25	7	< 0.1%
-24	9	< 0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
23	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%
19	2	< 0.1%
18	3	< 0.1%
17	5	< 0.1%
16	10	< 0.1%
15	5	< 0.1%
14	8	< 0.1%

HCO3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	205
Distinct (%)	1.0%
Missing	20119
Missing (%)	49.9%
Infinite	0
Infinite (%)	0.0%
Mean	23.15542613

Minimum	0
Maximum	53
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	0
5-th percentile	16
Q1	21
median	23
Q3	25.4
95-th percentile	30
Maximum	53
Range	53
Interquartile range (IQR)	4.4

Descriptive statistics

Standard deviation	4.261534835
Coefficient of variation (CV)	0.184040441
Kurtosis	2.616114142
Mean	23.15542613
Median Absolute Deviation (MAD)	2
Skewness	0.04858483908
Sum	468133.25
Variance	18.16067915
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	2386	5.9%
23	2367	5.9%
22	2129	5.3%
25	1995	4.9%
21	1626	4.0%
26	1593	3.9%
20	1253	3.1%
27	1146	2.8%
19	895	2.2%
28	711	1.8%
Other values (195)	4116	10.2%
(Missing)	20119	49.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
5	10	< 0.1%
6	17	< 0.1%
7	9	< 0.1%
7.7	1	< 0.1%
8	31	0.1%
8.4	1	< 0.1%
9	31	0.1%
10	50	0.1%
10.5	1	< 0.1%

Value	Count	Frequency (%)
53	1	< 0.1%
50	2	< 0.1%
47	2	< 0.1%
46	2	< 0.1%
45	4	< 0.1%
44	4	< 0.1%
43	7	< 0.1%
42	9	< 0.1%
41	8	< 0.1%
40	18	< 0.1%

FiO2
Real number (ℝ)

MISSING
SKEWED

Distinct	82
Distinct (%)	0.5%
Missing	22527
Missing (%)	55.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.4304548262

Minimum	-50
Maximum	10
Zeros	64
Zeros (%)	0.2%
Negative	2
Negative (%)	< 0.1%
Memory size	315.2 KiB

Quantile statistics

Minimum	-50
5-th percentile	0.21
Q1	0.4
median	0.4
Q3	0.5
95-th percentile	0.7
Maximum	10
Range	60
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.5614511943
Coefficient of variation (CV)	1.304320826
Kurtosis	7314.619527
Mean	0.4304548262
Median Absolute Deviation (MAD)	0.05
Skewness	-81.07615775
Sum	7665.97
Variance	0.3152274436
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	8145	20.2%
0.5	3914	9.7%
0.35	1106	2.7%
0.21	814	2.0%
0.3	746	1.8%
1	640	1.6%
0.6	428	1.1%
0.28	328	0.8%
0.7	288	0.7%
0.45	236	0.6%
Other values (72)	1164	2.9%
(Missing)	22527	55.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-50	2	< 0.1%
0	64	0.2%
0.01	1	< 0.1%
0.02	36	0.1%
0.03	23	0.1%
0.04	55	0.1%
0.05	20	< 0.1%
0.06	15	< 0.1%
0.08	4	< 0.1%
0.1	4	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
2	4	< 0.1%
1.2	1	< 0.1%
1	640	1.6%
0.99	3	< 0.1%
0.98	7	< 0.1%
0.96	2	< 0.1%
0.95	42	0.1%
0.94	1	< 0.1%
0.93	1	< 0.1%

pH
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	91
Distinct (%)	0.5%
Missing	21401
Missing (%)	53.1%
Infinite	0
Infinite (%)	0.0%
Mean	7.339229469

Minimum	6.62
Maximum	7.73
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	6.62
5-th percentile	7.2
Q1	7.3
median	7.35
Q3	7.39
95-th percentile	7.46
Maximum	7.73
Range	1.11
Interquartile range (IQR)	0.09

Descriptive statistics

Standard deviation	0.08416769452
Coefficient of variation (CV)	0.01146819225
Kurtosis	4.613143098
Mean	7.339229469
Median Absolute Deviation (MAD)	0.05
Skewness	-1.159525453
Sum	138968.31
Variance	0.0070842008
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.36	1162	2.9%
7.34	1118	2.8%
7.35	1075	2.7%
7.32	1062	2.6%
7.37	1023	2.5%
7.38	1012	2.5%
7.33	982	2.4%
7.31	888	2.2%
7.4	873	2.2%
7.39	835	2.1%
Other values (81)	8905	22.1%
(Missing)	21401	53.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.62	1	< 0.1%
6.63	1	< 0.1%
6.65	1	< 0.1%
6.71	1	< 0.1%
6.72	1	< 0.1%
6.73	1	< 0.1%
6.78	2	< 0.1%
6.79	1	< 0.1%
6.81	3	< 0.1%
6.82	4	< 0.1%

Value	Count	Frequency (%)
7.73	1	< 0.1%
7.66	1	< 0.1%
7.63	1	< 0.1%
7.61	2	< 0.1%
7.6	4	< 0.1%
7.59	4	< 0.1%
7.58	3	< 0.1%
7.57	5	< 0.1%
7.56	11	< 0.1%
7.55	14	< 0.1%

PaCO2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	381
Distinct (%)	2.1%
Missing	21980
Missing (%)	54.5%
Infinite	0
Infinite (%)	0.0%
Mean	36.92621486

Minimum	10
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	10
5-th percentile	26
Q1	32
median	36
Q3	41
95-th percentile	51
Maximum	100
Range	90
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	8.380026293
Coefficient of variation (CV)	0.2269397588
Kurtosis	5.91974179
Mean	36.92621486
Median Absolute Deviation (MAD)	4
Skewness	1.512382669
Sum	677817.6
Variance	70.22484067
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	1083	2.7%
34	1054	2.6%
35	1023	2.5%
38	995	2.5%
37	986	2.4%
32	938	2.3%
33	908	2.3%
39	794	2.0%
40	794	2.0%
31	773	1.9%
Other values (371)	9008	22.3%
(Missing)	21980	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	< 0.1%
11	3	< 0.1%
12	3	< 0.1%
13	3	< 0.1%
14	4	< 0.1%
15	13	< 0.1%
15.3	1	< 0.1%
16	15	< 0.1%
16.2	1	< 0.1%
16.4	2	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
95	2	< 0.1%
94	2	< 0.1%
93.4	1	< 0.1%
93	2	< 0.1%
91	1	< 0.1%
89.5	1	< 0.1%
89	3	< 0.1%
88.1	1	< 0.1%
88	2	< 0.1%

SaO2
Real number (ℝ_≥0)

MISSING

Distinct	364
Distinct (%)	2.8%
Missing	27248
Missing (%)	67.6%
Infinite	0
Infinite (%)	0.0%
Mean	88.66616748

Minimum	23
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	23
5-th percentile	58
Q1	85
median	95.8
Q3	97.9
95-th percentile	99
Maximum	100
Range	77
Interquartile range (IQR)	12.9

Descriptive statistics

Standard deviation	14.03873552
Coefficient of variation (CV)	0.158332495
Kurtosis	1.375172105
Mean	88.66616748
Median Absolute Deviation (MAD)	2.4
Skewness	-1.562862534
Sum	1160462.8
Variance	197.0860949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98	1392	3.5%
97	1140	2.8%
96	741	1.8%
95	451	1.1%
99	422	1.0%
94	361	0.9%
93	227	0.6%
92	155	0.4%
63	129	0.3%
98.8	120	0.3%
Other values (354)	7950	19.7%
(Missing)	27248	67.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23	1	< 0.1%
24	1	< 0.1%
26	1	< 0.1%
27	2	< 0.1%
28	1	< 0.1%
29	3	< 0.1%
29.1	1	< 0.1%
30	4	< 0.1%
31	1	< 0.1%
32	2	< 0.1%

Value	Count	Frequency (%)
100	19	< 0.1%
99.9	30	0.1%
99.8	38	0.1%
99.7	48	0.1%
99.6	54	0.1%
99.55	2	< 0.1%
99.5	64	0.2%
99.45	2	< 0.1%
99.4	71	0.2%
99.3	58	0.1%

AST
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	851
Distinct (%)	5.9%
Missing	25979
Missing (%)	64.4%
Infinite	0
Infinite (%)	0.0%
Mean	98.94702932

Minimum	3
Maximum	9210
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	3
5-th percentile	13
Q1	20
median	31
Q3	61
95-th percentile	319.2
Maximum	9210
Range	9207
Interquartile range (IQR)	41

Descriptive statistics

Standard deviation	353.2283957
Coefficient of variation (CV)	3.56987368
Kurtosis	203.0301688
Mean	98.94702932
Median Absolute Deviation (MAD)	14
Skewness	12.29490508
Sum	1420582.5
Variance	124770.2996
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	486	1.2%
18	455	1.1%
19	448	1.1%
16	439	1.1%
20	429	1.1%
21	416	1.0%
15	396	1.0%
24	390	1.0%
22	389	1.0%
14	366	0.9%
Other values (841)	10143	25.1%
(Missing)	25979	64.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	2	< 0.1%
4	1	< 0.1%
5	11	< 0.1%
5.5	1	< 0.1%
6	14	< 0.1%
7	15	< 0.1%
8	43	0.1%
9	63	0.2%
10	122	0.3%
11	181	0.4%

Value	Count	Frequency (%)
9210	1	< 0.1%
8591	1	< 0.1%
8567	1	< 0.1%
7906	1	< 0.1%
7174	1	< 0.1%
6884	1	< 0.1%
6713	1	< 0.1%
6560	1	< 0.1%
6000	1	< 0.1%
5897	1	< 0.1%

BUN
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	187
Distinct (%)	0.5%
Missing	2018
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.7710084

Minimum	1
Maximum	184
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	10
median	15
Q3	23
95-th percentile	52
Maximum	184
Range	183
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	16.45862674
Coefficient of variation (CV)	0.8324626849
Kurtosis	11.26213096
Mean	19.7710084
Median Absolute Deviation (MAD)	6
Skewness	2.813857588
Sum	757585.5
Variance	270.8863941
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	2183	5.4%
11	2183	5.4%
13	2172	5.4%
10	2067	5.1%
14	1972	4.9%
9	1901	4.7%
15	1809	4.5%
8	1689	4.2%
16	1576	3.9%
17	1525	3.8%
Other values (177)	19241	47.7%
(Missing)	2018	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	57	0.1%
2	122	0.3%
2.5	1	< 0.1%
3	325	0.8%
3.5	1	< 0.1%
4	520	1.3%
4.5	2	< 0.1%
5	823	2.0%
5.5	2	< 0.1%
6	1112	2.8%

Value	Count	Frequency (%)
184	1	< 0.1%
177	1	< 0.1%
173	1	< 0.1%
170	2	< 0.1%
169	1	< 0.1%
165	1	< 0.1%
162	1	< 0.1%
161	1	< 0.1%
160	1	< 0.1%
159	1	< 0.1%

Alkalinephos
Real number (ℝ_≥0)

MISSING

Distinct	561
Distinct (%)	4.0%
Missing	26163
Missing (%)	64.9%
Infinite	0
Infinite (%)	0.0%
Mean	93.10953926

Minimum	7
Maximum	3619
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	7
5-th percentile	34
Q1	52
median	70
Q3	100
95-th percentile	220
Maximum	3619
Range	3612
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	99.06438857
Coefficient of variation (CV)	1.063955308
Kurtosis	202.0913631
Mean	93.10953926
Median Absolute Deviation (MAD)	21
Skewness	9.893273472
Sum	1319641.5
Variance	9813.753083
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	227	0.6%
56	225	0.6%
52	217	0.5%
49	214	0.5%
54	213	0.5%
53	211	0.5%
61	206	0.5%
50	205	0.5%
46	202	0.5%
55	202	0.5%
Other values (551)	12051	29.9%
(Missing)	26163	64.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	< 0.1%
11	3	< 0.1%
12	2	< 0.1%
13	3	< 0.1%
14	4	< 0.1%
15	7	< 0.1%
16	8	< 0.1%
17	9	< 0.1%
18	10	< 0.1%
19	12	< 0.1%

Value	Count	Frequency (%)
3619	1	< 0.1%
2528	1	< 0.1%
2101	1	< 0.1%
1919	1	< 0.1%
1776	1	< 0.1%
1669	1	< 0.1%
1650	2	< 0.1%
1437	1	< 0.1%
1436	1	< 0.1%
1214	1	< 0.1%

Calcium
Real number (ℝ_≥0)

MISSING

Distinct	340
Distinct (%)	1.0%
Missing	5339
Missing (%)	13.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.403726319

Minimum	1
Maximum	27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1.13
Q1	7.5
median	8.2
Q3	8.6
95-th percentile	9.3
Maximum	27
Range	26
Interquartile range (IQR)	1.1

Descriptive statistics

Standard deviation	2.394208939
Coefficient of variation (CV)	0.3233789089
Kurtosis	3.026393404
Mean	7.403726319
Median Absolute Deviation (MAD)	0.5
Skewness	-1.809666996
Sum	259108.21
Variance	5.732236443
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.3	1943	4.8%
8.2	1867	4.6%
8.4	1837	4.6%
8.5	1829	4.5%
8.1	1779	4.4%
8.6	1738	4.3%
8	1610	4.0%
7.9	1505	3.7%
8.7	1453	3.6%
8.8	1390	3.4%
Other values (330)	18046	44.7%
(Missing)	5339	13.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	52	0.1%
1.01	55	0.1%
1.02	74	0.2%
1.03	71	0.2%
1.04	93	0.2%
1.05	78	0.2%
1.06	113	0.3%
1.07	108	0.3%
1.08	155	0.4%
1.09	169	0.4%

Value	Count	Frequency (%)
27	1	< 0.1%
25.2	1	< 0.1%
23.7	1	< 0.1%
19	1	< 0.1%
18.8	2	< 0.1%
18.6	3	< 0.1%
18.2	4	< 0.1%
18	2	< 0.1%
17.8	5	< 0.1%
17.6	1	< 0.1%

Chloride
Real number (ℝ_≥0)

MISSING

Distinct	80
Distinct (%)	0.4%
Missing	18925
Missing (%)	46.9%
Infinite	0
Infinite (%)	0.0%
Mean	103.9236607

Minimum	26
Maximum	137
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	26
5-th percentile	95
Q1	101
median	104
Q3	107
95-th percentile	112
Maximum	137
Range	111
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.317791881
Coefficient of variation (CV)	0.05117017475
Kurtosis	5.220321269
Mean	103.9236607
Median Absolute Deviation (MAD)	3
Skewness	-0.6957498632
Sum	2225109.5
Variance	28.27891048
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
105	1909	4.7%
104	1814	4.5%
106	1799	4.5%
103	1737	4.3%
107	1640	4.1%
102	1507	3.7%
108	1326	3.3%
101	1268	3.1%
109	1095	2.7%
100	1090	2.7%
Other values (70)	6226	15.4%
(Missing)	18925	46.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26	1	< 0.1%
38	1	< 0.1%
63	1	< 0.1%
66	1	< 0.1%
70	1	< 0.1%
73	2	< 0.1%
74	2	< 0.1%
75	3	< 0.1%
76	3	< 0.1%
78	4	< 0.1%

Value	Count	Frequency (%)
137	1	< 0.1%
133	1	< 0.1%
132	1	< 0.1%
131	1	< 0.1%
130	2	< 0.1%
129	1	< 0.1%
128	2	< 0.1%
127	2	< 0.1%
125	2	< 0.1%
124	9	< 0.1%

Creatinine
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1053
Distinct (%)	2.8%
Missing	2049
Missing (%)	5.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.310148092

Minimum	0.1
Maximum	25.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.47
Q1	0.68
median	0.85
Q3	1.2
95-th percentile	4.177
Maximum	25.1
Range	25
Interquartile range (IQR)	0.52

Descriptive statistics

Standard deviation	1.615869721
Coefficient of variation (CV)	1.23334891
Kurtosis	34.44470709
Mean	1.310148092
Median Absolute Deviation (MAD)	0.25
Skewness	4.988954212
Sum	50161.64
Variance	2.611034954
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7	3071	7.6%
0.8	2853	7.1%
0.6	2602	6.5%
0.9	2086	5.2%
0.5	1863	4.6%
1	1538	3.8%
1.1	1070	2.7%
0.4	876	2.2%
1.2	818	2.0%
1.3	604	1.5%
Other values (1043)	20906	51.8%
(Missing)	2049	5.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	18	< 0.1%
0.2	72	0.2%
0.21	1	< 0.1%
0.22	2	< 0.1%
0.23	1	< 0.1%
0.24	1	< 0.1%
0.25	1	< 0.1%
0.27	2	< 0.1%
0.28	5	< 0.1%
0.29	3	< 0.1%

Value	Count	Frequency (%)
25.1	1	< 0.1%
25	1	< 0.1%
23.83	1	< 0.1%
23.71	1	< 0.1%
23.65	1	< 0.1%
22.96	1	< 0.1%
22.01	1	< 0.1%
21.97	1	< 0.1%
21.46	1	< 0.1%
21.31	1	< 0.1%

Bilirubin_direct
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	204
Distinct (%)	9.9%
Missing	38279
Missing (%)	94.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.168274186

Minimum	0.01
Maximum	37.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.1
Q1	0.1
median	0.3
Q3	0.9
95-th percentile	5
Maximum	37.5
Range	37.49
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	2.859593602
Coefficient of variation (CV)	2.447707599
Kurtosis	44.43655636
Mean	1.168274186
Median Absolute Deviation (MAD)	0.2
Skewness	5.810856783
Sum	2403.14
Variance	8.177275571
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	493	1.2%
0.2	334	0.8%
0.3	165	0.4%
0.4	130	0.3%
0.5	70	0.2%
0.6	61	0.2%
0.7	44	0.1%
1	37	0.1%
0.8	33	0.1%
1.1	32	0.1%
Other values (194)	658	1.6%
(Missing)	38279	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	7	< 0.1%
0.02	4	< 0.1%
0.03	5	< 0.1%
0.04	4	< 0.1%
0.05	6	< 0.1%
0.06	6	< 0.1%
0.07	7	< 0.1%
0.08	4	< 0.1%
0.09	11	< 0.1%
0.1	493	1.2%

Value	Count	Frequency (%)
37.5	1	< 0.1%
35	1	< 0.1%
30	1	< 0.1%
22.8	1	< 0.1%
22.2	1	< 0.1%
21.2	1	< 0.1%
21	1	< 0.1%
20.57	1	< 0.1%
20	2	< 0.1%
19.8	1	< 0.1%

Glucose
Real number (ℝ_≥0)

MISSING

Distinct	485
Distinct (%)	1.3%
Missing	1580
Missing (%)	3.9%
Infinite	0
Infinite (%)	0.0%
Mean	104.6776326

Minimum	10
Maximum	666
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	10
5-th percentile	65
Q1	86
median	100
Q3	117
95-th percentile	159
Maximum	666
Range	656
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	31.97774388
Coefficient of variation (CV)	0.3054878399
Kurtosis	15.61004895
Mean	104.6776326
Median Absolute Deviation (MAD)	15
Skewness	2.289946953
Sum	4056886.33
Variance	1022.576104
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
97	741	1.8%
95	735	1.8%
100	727	1.8%
96	723	1.8%
90	705	1.7%
98	702	1.7%
93	696	1.7%
94	694	1.7%
91	690	1.7%
88	688	1.7%
Other values (475)	31655	78.5%
(Missing)	1580	3.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	< 0.1%
11	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%
19	2	< 0.1%
21	3	< 0.1%

Value	Count	Frequency (%)
666	1	< 0.1%
651	1	< 0.1%
563	1	< 0.1%
501	1	< 0.1%
472	1	< 0.1%
434	2	< 0.1%
420	1	< 0.1%
418	1	< 0.1%
415	2	< 0.1%
409	1	< 0.1%

Lactate
Real number (ℝ_≥0)

MISSING

Distinct	575
Distinct (%)	4.6%
Missing	27843
Missing (%)	69.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.712478988

Minimum	0.2
Maximum	26.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.7
Q1	1
median	1.4
Q3	1.9
95-th percentile	3.6
Maximum	26.9
Range	26.7
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	1.385558634
Coefficient of variation (CV)	0.8090952611
Kurtosis	48.87845454
Mean	1.712478988
Median Absolute Deviation (MAD)	0.4
Skewness	5.543861241
Sum	21394
Variance	1.919772729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	681	1.7%
1.2	642	1.6%
0.9	641	1.6%
1.1	606	1.5%
1.3	556	1.4%
0.8	545	1.4%
1.4	514	1.3%
1.6	419	1.0%
1.5	406	1.0%
0.7	346	0.9%
Other values (565)	7137	17.7%
(Missing)	27843	69.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.3	5	< 0.1%
0.37	1	< 0.1%
0.4	19	< 0.1%
0.46	1	< 0.1%
0.5	61	0.2%
0.53	3	< 0.1%
0.54	2	< 0.1%
0.55	3	< 0.1%
0.56	4	< 0.1%

Value	Count	Frequency (%)
26.9	1	< 0.1%
22.4	1	< 0.1%
19.12	1	< 0.1%
17.8	1	< 0.1%
17.75	2	< 0.1%
17.5	1	< 0.1%
17.42	1	< 0.1%
17.4	1	< 0.1%
16.75	1	< 0.1%
16.7	1	< 0.1%

Magnesium
Real number (ℝ_≥0)

MISSING

Distinct	67
Distinct (%)	0.2%
Missing	4931
Missing (%)	12.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.882682672

Minimum	0.2
Maximum	8.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	0.2
5-th percentile	1.4
Q1	1.7
median	1.9
Q3	2.1
95-th percentile	2.4
Maximum	8.2
Range	8
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.3329834783
Coefficient of variation (CV)	0.1768664912
Kurtosis	11.54294471
Mean	1.882682672
Median Absolute Deviation (MAD)	0.2
Skewness	1.237828443
Sum	66656.38
Variance	0.1108779968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.9	5306	13.2%
1.8	5150	12.8%
1.7	4155	10.3%
2	4154	10.3%
2.1	3158	7.8%
1.6	2977	7.4%
2.2	2149	5.3%
1.5	1922	4.8%
2.3	1399	3.5%
1.4	1163	2.9%
Other values (57)	3872	9.6%
(Missing)	4931	12.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.5	2	< 0.1%
0.6	1	< 0.1%
0.7	6	< 0.1%
0.8	13	< 0.1%
0.9	40	0.1%
1	115	0.3%
1.1	195	0.5%
1.14	1	< 0.1%
1.2	376	0.9%

Value	Count	Frequency (%)
8.2	1	< 0.1%
6.5	2	< 0.1%
6.2	2	< 0.1%
6	1	< 0.1%
5.4	1	< 0.1%
5.1	1	< 0.1%
5	1	< 0.1%
4.9	2	< 0.1%
4.8	1	< 0.1%
4.6	1	< 0.1%

Phosphate
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	141
Distinct (%)	0.5%
Missing	12015
Missing (%)	29.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.221243953

Minimum	0.2
Maximum	13.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	0.2
5-th percentile	1.6
Q1	2.4
median	3.1
Q3	3.8
95-th percentile	5.4
Maximum	13.5
Range	13.3
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.23097838
Coefficient of variation (CV)	0.3821437921
Kurtosis	4.85223481
Mean	3.221243953
Median Absolute Deviation (MAD)	0.7
Skewness	1.418484455
Sum	91228.85
Variance	1.515307771
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.9	1168	2.9%
3.1	1145	2.8%
3.2	1124	2.8%
2.8	1121	2.8%
2.7	1120	2.8%
3	1078	2.7%
2.6	1058	2.6%
3.3	1050	2.6%
2.5	1019	2.5%
3.4	1008	2.5%
Other values (131)	17430	43.2%
(Missing)	12015	29.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.3	5	< 0.1%
0.4	3	< 0.1%
0.5	11	< 0.1%
0.6	38	0.1%
0.7	40	0.1%
0.8	59	0.1%
0.85	1	< 0.1%
0.9	42	0.1%
1	131	0.3%

Value	Count	Frequency (%)
13.5	1	< 0.1%
12.9	1	< 0.1%
12.4	1	< 0.1%
12.3	1	< 0.1%
12.2	2	< 0.1%
12.1	1	< 0.1%
12	6	< 0.1%
11.8	1	< 0.1%
11.7	1	< 0.1%
11.6	1	< 0.1%

Potassium
Real number (ℝ_≥0)

MISSING

Distinct	250
Distinct (%)	0.6%
Missing	1867
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	3.809902519

Minimum	1
Maximum	9.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	3.5
median	3.8
Q3	4.1
95-th percentile	4.7
Maximum	9.8
Range	8.8
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.5150364389
Coefficient of variation (CV)	0.1351836264
Kurtosis	3.983847802
Mean	3.809902519
Median Absolute Deviation (MAD)	0.3
Skewness	0.6604414302
Sum	146563.14
Variance	0.2652625334
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.8	3446	8.5%
3.7	3405	8.4%
3.6	3202	7.9%
3.9	3152	7.8%
4	2696	6.7%
3.5	2696	6.7%
4.1	2344	5.8%
3.4	2328	5.8%
4.2	1891	4.7%
3.3	1824	4.5%
Other values (240)	11485	28.5%
(Missing)	1867	4.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
1.3	3	< 0.1%
1.4	2	< 0.1%
1.5	2	< 0.1%
1.6	1	< 0.1%
1.7	2	< 0.1%
1.8	3	< 0.1%
1.9	10	< 0.1%
2	11	< 0.1%
2.1	16	< 0.1%

Value	Count	Frequency (%)
9.8	1	< 0.1%
9.4	2	< 0.1%
9.2	2	< 0.1%
9	1	< 0.1%
8.2	1	< 0.1%
7.8	1	< 0.1%
7.6	3	< 0.1%
7.49	1	< 0.1%
7.4	2	< 0.1%
7.2	1	< 0.1%

Bilirubin_total
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	256
Distinct (%)	1.8%
Missing	26088
Missing (%)	64.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.324933324

Minimum	0.1
Maximum	49.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.2
Q1	0.5
median	0.7
Q3	1.2
95-th percentile	3.7
Maximum	49.2
Range	49.1
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	2.783787126
Coefficient of variation (CV)	2.101077145
Kurtosis	83.56325878
Mean	1.324933324
Median Absolute Deviation (MAD)	0.3
Skewness	8.049036374
Sum	18877.65
Variance	7.749470761
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	1539	3.8%
0.4	1487	3.7%
0.6	1434	3.6%
0.7	1253	3.1%
0.3	1147	2.8%
0.8	1016	2.5%
0.9	812	2.0%
1	665	1.6%
0.2	613	1.5%
1.1	519	1.3%
Other values (246)	3763	9.3%
(Missing)	26088	64.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	142	0.4%
0.15	1	< 0.1%
0.2	613	1.5%
0.25	2	< 0.1%
0.3	1147	2.8%
0.35	2	< 0.1%
0.4	1487	3.7%
0.45	3	< 0.1%
0.5	1539	3.8%
0.55	2	< 0.1%

Value	Count	Frequency (%)
49.2	1	< 0.1%
45.9	1	< 0.1%
44.9	1	< 0.1%
44.1	1	< 0.1%
43.5	1	< 0.1%
43.2	1	< 0.1%
40.6	1	< 0.1%
40.3	2	< 0.1%
40.1	2	< 0.1%
38.7	1	< 0.1%

TroponinI
Real number (ℝ_≥0)

MISSING

Distinct	1093
Distinct (%)	15.5%
Missing	33283
Missing (%)	82.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.84627109

Minimum	0.01
Maximum	349.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.01
Q1	0.03
median	0.08
Q3	0.84
95-th percentile	22.644
Maximum	349.05
Range	349.04
Interquartile range (IQR)	0.81

Descriptive statistics

Standard deviation	14.11725374
Coefficient of variation (CV)	3.670374087
Kurtosis	115.1912023
Mean	3.84627109
Median Absolute Deviation (MAD)	0.07
Skewness	8.594489878
Sum	27127.75
Variance	199.2968533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	1342	3.3%
0.03	894	2.2%
0.04	334	0.8%
0.02	332	0.8%
0.05	215	0.5%
0.06	188	0.5%
0.07	160	0.4%
0.08	126	0.3%
0.09	111	0.3%
0.1	92	0.2%
Other values (1083)	3259	8.1%
(Missing)	33283	82.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1342	3.3%
0.02	332	0.8%
0.03	894	2.2%
0.04	334	0.8%
0.05	215	0.5%
0.06	188	0.5%
0.07	160	0.4%
0.08	126	0.3%
0.09	111	0.3%
0.1	92	0.2%

Value	Count	Frequency (%)
349.05	1	< 0.1%
219.62	1	< 0.1%
200	5	< 0.1%
180.08	1	< 0.1%
167	1	< 0.1%
164.53	1	< 0.1%
155.65	1	< 0.1%
153.34	1	< 0.1%
151.83	1	< 0.1%
149.34	1	< 0.1%

Hct
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	557
Distinct (%)	1.5%
Missing	2317
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	30.36369499

Minimum	5.5
Maximum	66.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	5.5
5-th percentile	21
Q1	25.9
median	29.9
Q3	34.6
95-th percentile	41
Maximum	66.2
Range	60.7
Interquartile range (IQR)	8.7

Descriptive statistics

Standard deviation	6.173743692
Coefficient of variation (CV)	0.2033264954
Kurtosis	-0.01572534302
Mean	30.36369499
Median Absolute Deviation (MAD)	4.3
Skewness	0.2924417642
Sum	1154397.32
Variance	38.11511117
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	380	0.9%
27	330	0.8%
28	306	0.8%
29	302	0.7%
24	294	0.7%
23	292	0.7%
25	291	0.7%
30	291	0.7%
27.8	255	0.6%
27.5	253	0.6%
Other values (547)	35025	86.8%
(Missing)	2317	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.5	1	< 0.1%
7	1	< 0.1%
8.8	1	< 0.1%
9.1	1	< 0.1%
9.3	1	< 0.1%
9.4	1	< 0.1%
9.6	1	< 0.1%
9.7	1	< 0.1%
10.3	1	< 0.1%
10.7	1	< 0.1%

Value	Count	Frequency (%)
66.2	1	< 0.1%
65	1	< 0.1%
63.4	1	< 0.1%
63.2	1	< 0.1%
61.7	1	< 0.1%
60.3	2	< 0.1%
58.8	1	< 0.1%
57.7	1	< 0.1%
56.1	2	< 0.1%
55.6	1	< 0.1%

Hgb
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	253
Distinct (%)	0.7%
Missing	2448
Missing (%)	6.1%
Infinite	0
Infinite (%)	0.0%
Mean	10.20173775

Minimum	2.2
Maximum	26.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	2.2
5-th percentile	7
Q1	8.7
median	10.1
Q3	11.6
95-th percentile	13.8
Maximum	26.6
Range	24.4
Interquartile range (IQR)	2.9

Descriptive statistics

Standard deviation	2.090467689
Coefficient of variation (CV)	0.204912902
Kurtosis	0.3168065853
Mean	10.20173775
Median Absolute Deviation (MAD)	1.4
Skewness	0.3436034238
Sum	386523.44
Variance	4.370055158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.4	744	1.8%
9.2	738	1.8%
9.5	724	1.8%
9.9	719	1.8%
9.8	715	1.8%
9.7	705	1.7%
9	705	1.7%
10	702	1.7%
10.5	694	1.7%
9.1	693	1.7%
Other values (243)	30749	76.2%
(Missing)	2448	6.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.2	1	< 0.1%
2.3	1	< 0.1%
2.6	1	< 0.1%
2.8	1	< 0.1%
2.9	1	< 0.1%
3	1	< 0.1%
3.1	1	< 0.1%
3.2	2	< 0.1%
3.6	2	< 0.1%
3.7	2	< 0.1%

Value	Count	Frequency (%)
26.6	1	< 0.1%
24.8	2	< 0.1%
23.8	1	< 0.1%
23.4	1	< 0.1%
21.6	1	< 0.1%
21.2	1	< 0.1%
21	1	< 0.1%
20.6	1	< 0.1%
20.3	2	< 0.1%
19.6	1	< 0.1%

PTT
Real number (ℝ_≥0)

MISSING

Distinct	810
Distinct (%)	4.0%
Missing	20098
Missing (%)	49.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.75607817

Minimum	12.5
Maximum	250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	12.5
5-th percentile	22.4
Q1	26.2
median	29.4
Q3	34.2
95-th percentile	52.8
Maximum	250
Range	237.5
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	14.87619104
Coefficient of variation (CV)	0.4541505536
Kurtosis	67.33897588
Mean	32.75607817
Median Absolute Deviation (MAD)	3.7
Skewness	6.568202019
Sum	662917.51
Variance	221.3010597
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.7	188	0.5%
28.1	178	0.4%
27.6	172	0.4%
28.5	171	0.4%
28.7	170	0.4%
26.7	170	0.4%
28.6	169	0.4%
27.5	168	0.4%
27.3	165	0.4%
26.2	163	0.4%
Other values (800)	18524	45.9%
(Missing)	20098	49.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.5	1	< 0.1%
16.6	1	< 0.1%
17.1	3	< 0.1%
17.2	1	< 0.1%
17.3	1	< 0.1%
17.4	1	< 0.1%
17.5	1	< 0.1%
17.9	2	< 0.1%
18.1	3	< 0.1%
18.2	3	< 0.1%

Value	Count	Frequency (%)
250	3	< 0.1%
249.9	4	< 0.1%
249	12	< 0.1%
237.5	1	< 0.1%
216.5	1	< 0.1%
212.3	1	< 0.1%
204.9	1	< 0.1%
200.8	1	< 0.1%
196.8	1	< 0.1%
195.5	1	< 0.1%

WBC
Real number (ℝ_≥0)

MISSING

Distinct	528
Distinct (%)	1.4%
Missing	2625
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	9.886976479

Minimum	0.1
Maximum	296.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	4.1
Q1	6.8
median	9.1
Q3	11.9
95-th percentile	17.8
Maximum	296.1
Range	296
Interquartile range (IQR)	5.1

Descriptive statistics

Standard deviation	5.817755317
Coefficient of variation (CV)	0.588426131
Kurtosis	309.7728826
Mean	9.886976479
Median Absolute Deviation (MAD)	2.5
Skewness	10.62723671
Sum	372847.77
Variance	33.84627693
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.2	466	1.2%
7.4	451	1.1%
8	443	1.1%
7.6	438	1.1%
8.5	431	1.1%
7.8	429	1.1%
8.8	426	1.1%
8.2	424	1.1%
9.4	422	1.0%
8.4	419	1.0%
Other values (518)	33362	82.7%
(Missing)	2625	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	26	0.1%
0.2	14	< 0.1%
0.3	9	< 0.1%
0.4	11	< 0.1%
0.5	4	< 0.1%
0.6	8	< 0.1%
0.7	9	< 0.1%
0.8	3	< 0.1%
0.9	8	< 0.1%
1	13	< 0.1%

Value	Count	Frequency (%)
296.1	1	< 0.1%
201.6	1	< 0.1%
180.4	1	< 0.1%
168.6	1	< 0.1%
152.9	1	< 0.1%
150.6	1	< 0.1%
144.9	1	< 0.1%
142.2	1	< 0.1%
140.4	1	< 0.1%
137.7	1	< 0.1%

Fibrinogen
Real number (ℝ_≥0)

MISSING

Distinct	708
Distinct (%)	15.7%
Missing	35821
Missing (%)	88.8%
Infinite	0
Infinite (%)	0.0%
Mean	283.0618162

Minimum	34
Maximum	1383
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	34
5-th percentile	104
Q1	176
median	238
Q3	349
95-th percentile	627.3
Maximum	1383
Range	1349
Interquartile range (IQR)	173

Descriptive statistics

Standard deviation	160.5263466
Coefficient of variation (CV)	0.5671070325
Kurtosis	2.999120798
Mean	283.0618162
Median Absolute Deviation (MAD)	78
Skewness	1.532196777
Sum	1278024.1
Variance	25768.70794
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
217	41	0.1%
214	31	0.1%
151	31	0.1%
202	29	0.1%
185	27	0.1%
219	26	0.1%
200	25	0.1%
215	24	0.1%
213	24	0.1%
203	24	0.1%
Other values (698)	4233	10.5%
(Missing)	35821	88.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34	1	< 0.1%
35	9	< 0.1%
41	1	< 0.1%
42	2	< 0.1%
46	3	< 0.1%
48	2	< 0.1%
50	2	< 0.1%
51	2	< 0.1%
52	5	< 0.1%
52.5	1	< 0.1%

Value	Count	Frequency (%)
1383	1	< 0.1%
1246	1	< 0.1%
1161	1	< 0.1%
1030	1	< 0.1%
1000	6	< 0.1%
976	1	< 0.1%
960	1	< 0.1%
956	1	< 0.1%
954	1	< 0.1%
946	1	< 0.1%

Platelets
Real number (ℝ_≥0)

MISSING

Distinct	772
Distinct (%)	2.0%
Missing	2577
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	193.2062555

Minimum	1
Maximum	2322
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	1
5-th percentile	67
Q1	129
median	179
Q3	239
95-th percentile	363
Maximum	2322
Range	2321
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	98.16312389
Coefficient of variation (CV)	0.5080742529
Kurtosis	13.21220267
Mean	193.2062555
Median Absolute Deviation (MAD)	54
Skewness	1.92145052
Sum	7295275
Variance	9635.998892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180	213	0.5%
166	209	0.5%
158	209	0.5%
159	208	0.5%
162	207	0.5%
170	206	0.5%
168	203	0.5%
160	203	0.5%
182	203	0.5%
141	202	0.5%
Other values (762)	35696	88.5%
(Missing)	2577	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	4	< 0.1%
3	2	< 0.1%
4	7	< 0.1%
5	7	< 0.1%
6	3	< 0.1%
7	7	< 0.1%
8	4	< 0.1%
9	5	< 0.1%
10	4	< 0.1%

Value	Count	Frequency (%)
2322	1	< 0.1%
1592	1	< 0.1%
1421	1	< 0.1%
1343	1	< 0.1%
1262	1	< 0.1%
1142	1	< 0.1%
1024	1	< 0.1%
1007	1	< 0.1%
992	1	< 0.1%
984	1	< 0.1%

Age
Real number (ℝ_≥0)

Distinct	5987
Distinct (%)	14.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61.64342324

Minimum	14
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	14
5-th percentile	30
Q1	51
median	63.11
Q3	74
95-th percentile	85
Maximum	100
Range	86
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	16.48294561
Coefficient of variation (CV)	0.2673917954
Kurtosis	-0.2334728394
Mean	61.64342324
Median Absolute Deviation (MAD)	11.27
Skewness	-0.4250999292
Sum	2486449.12
Variance	271.6874961
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	581	1.4%
68	545	1.4%
66	521	1.3%
65	512	1.3%
61	502	1.2%
69	498	1.2%
71	490	1.2%
62	480	1.2%
70	478	1.2%
63	473	1.2%
Other values (5977)	35256	87.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	2	< 0.1%
15	2	< 0.1%
16	5	< 0.1%
17	13	< 0.1%
18	32	0.1%
18.11	3	< 0.1%
18.13	1	< 0.1%
18.14	2	< 0.1%
18.15	1	< 0.1%
18.18	1	< 0.1%

Value	Count	Frequency (%)
100	392	1.0%
89	112	0.3%
88.99	1	< 0.1%
88.98	2	< 0.1%
88.97	4	< 0.1%
88.96	1	< 0.1%
88.95	4	< 0.1%
88.94	2	< 0.1%
88.93	1	< 0.1%
88.92	5	< 0.1%

Gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	315.2 KiB

1	22566
0	17770

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	40336
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	22566	55.9%
0	17770	44.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	22566	55.9%
0	17770	44.1%

Most occurring characters

Value	Count	Frequency (%)
1	22566	55.9%
0	17770	44.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40336	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	22566	55.9%
0	17770	44.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	40336	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	22566	55.9%
0	17770	44.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40336	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	22566	55.9%
0	17770	44.1%

Unit1
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	15617
Missing (%)	38.7%
Memory size	315.2 KiB

0.0	12452
1.0	12267

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	74157
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	12452	30.9%
1.0	12267	30.4%
(Missing)	15617	38.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	12452	50.4%
1.0	12267	49.6%

Most occurring characters

Value	Count	Frequency (%)
0	37171	50.1%
.	24719	33.3%
1	12267	16.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49438	66.7%
Other Punctuation	24719	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	37171	75.2%
1	12267	24.8%

Other Punctuation

Value	Count	Frequency (%)
.	24719	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	74157	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	37171	50.1%
.	24719	33.3%
1	12267	16.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74157	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	37171	50.1%
.	24719	33.3%
1	12267	16.5%

Unit2
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	15617
Missing (%)	38.7%
Memory size	315.2 KiB

1.0	12452
0.0	12267

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	74157
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
1.0	12452	30.9%
0.0	12267	30.4%
(Missing)	15617	38.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	12452	50.4%
0.0	12267	49.6%

Most occurring characters

Value	Count	Frequency (%)
0	36986	49.9%
.	24719	33.3%
1	12452	16.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49438	66.7%
Other Punctuation	24719	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	36986	74.8%
1	12452	25.2%

Other Punctuation

Value	Count	Frequency (%)
.	24719	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	74157	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	36986	49.9%
.	24719	33.3%
1	12452	16.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74157	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	36986	49.9%
.	24719	33.3%
1	12452	16.8%

HospAdmTime
Real number (ℝ)

ZEROS

Distinct	12156
Distinct (%)	30.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-51.84894508

Minimum	-5366.86
Maximum	23.99
Zeros	1313
Zeros (%)	3.3%
Negative	38767
Negative (%)	96.1%
Memory size	315.2 KiB

Quantile statistics

Minimum	-5366.86
5-th percentile	-240.942
Q1	-43.685
median	-6.05
Q3	-0.04
95-th percentile	-0.01
Maximum	23.99
Range	5390.85
Interquartile range (IQR)	43.645

Descriptive statistics

Standard deviation	139.766452
Coefficient of variation (CV)	-2.695646975
Kurtosis	175.3735088
Mean	-51.84894508
Median Absolute Deviation (MAD)	6.03
Skewness	-9.578944604
Sum	-2091327.2
Variance	19534.6611
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.02	3999	9.9%
-0.03	2487	6.2%
0	1313	3.3%
-0.01	1293	3.2%
-0.04	794	2.0%
-0.05	436	1.1%
-0.06	241	0.6%
-0.07	176	0.4%
-0.09	108	0.3%
-0.08	99	0.2%
Other values (12146)	29389	72.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5366.86	1	< 0.1%
-3710.66	1	< 0.1%
-3397.64	1	< 0.1%
-3342.34	1	< 0.1%
-3322.9	1	< 0.1%
-3269.1	1	< 0.1%
-3212.56	1	< 0.1%
-3189.39	1	< 0.1%
-3141.55	1	< 0.1%
-3112.12	1	< 0.1%

Value	Count	Frequency (%)
23.99	1	< 0.1%
22.04	1	< 0.1%
20.04	1	< 0.1%
17.34	1	< 0.1%
16.02	1	< 0.1%
14.65	1	< 0.1%
14.21	1	< 0.1%
14	1	< 0.1%
11.94	1	< 0.1%
10.99	1	< 0.1%

ICULOS
Real number (ℝ_≥0)

SKEWED

Distinct	31
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.528113844

Minimum	1
Maximum	304
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	4
Maximum	304
Range	303
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.806393199
Coefficient of variation (CV)	1.836507935
Kurtosis	7866.580249
Mean	1.528113844
Median Absolute Deviation (MAD)	0
Skewness	77.93149665
Sum	61638
Variance	7.875842789
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	31543	78.2%
2	4129	10.2%
3	1897	4.7%
4	1149	2.8%
5	653	1.6%
6	423	1.0%
7	233	0.6%
8	123	0.3%
9	67	0.2%
10	32	0.1%
Other values (21)	87	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	31543	78.2%
2	4129	10.2%
3	1897	4.7%
4	1149	2.8%
5	653	1.6%
6	423	1.0%
7	233	0.6%
8	123	0.3%
9	67	0.2%
10	32	0.1%

Value	Count	Frequency (%)
304	1	< 0.1%
282	1	< 0.1%
269	1	< 0.1%
30	4	< 0.1%
28	1	< 0.1%
27	2	< 0.1%
26	3	< 0.1%
25	2	< 0.1%
24	1	< 0.1%
23	4	< 0.1%

SepsisLabel
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	315.2 KiB

0	39910
1	426

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	40336
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	39910	98.9%
1	426	1.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	39910	98.9%
1	426	1.1%

Most occurring characters

Value	Count	Frequency (%)
0	39910	98.9%
1	426	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40336	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	39910	98.9%
1	426	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	40336	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	39910	98.9%
1	426	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40336	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	39910	98.9%
1	426	1.1%

Sepsis
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	315.2 KiB

0	37404
1	2932

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	40336
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	37404	92.7%
1	2932	7.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	37404	92.7%
1	2932	7.3%

Most occurring characters

Value	Count	Frequency (%)
0	37404	92.7%
1	2932	7.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40336	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	37404	92.7%
1	2932	7.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	40336	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	37404	92.7%
1	2932	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40336	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	37404	92.7%
1	2932	7.3%

Hours
Real number (ℝ_≥0)

Distinct	273
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.48200119

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	315.2 KiB

Quantile statistics

Minimum	8
5-th percentile	14
Q1	24
median	38
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	22.79592332
Coefficient of variation (CV)	0.5923788425
Kurtosis	42.42147962
Mean	38.48200119
Median Absolute Deviation (MAD)	11
Skewness	4.840449261
Sum	1552210
Variance	519.6541201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	1364	3.4%
39	1362	3.4%
38	1323	3.3%
40	1285	3.2%
41	1271	3.2%
37	1223	3.0%
43	1210	3.0%
42	1193	3.0%
44	1143	2.8%
45	1089	2.7%
Other values (263)	27873	69.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	328	0.8%
9	236	0.6%
10	221	0.5%
11	234	0.6%
12	285	0.7%
13	350	0.9%
14	412	1.0%
15	536	1.3%
16	601	1.5%
17	721	1.8%

Value	Count	Frequency (%)
336	10	< 0.1%
335	3	< 0.1%
334	2	< 0.1%
333	1	< 0.1%
330	1	< 0.1%
328	1	< 0.1%
327	1	< 0.1%
326	1	< 0.1%
320	1	< 0.1%
318	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	PatientID	HR	O2Sat	Temp	SBP	MAP	DBP	Resp	EtCO2	BaseExcess	HCO3	FiO2	pH	PaCO2	SaO2	AST	BUN	Alkalinephos	Calcium	Chloride	Creatinine	Bilirubin_direct	Glucose	Lactate	Magnesium	Phosphate	Potassium	Bilirubin_total	TroponinI	Hct	Hgb	PTT	WBC	Fibrinogen	Platelets	Age	Gender	Unit1	Unit2	HospAdmTime	ICULOS	Sepsis	Hours
0	1	76.0	85.0	36.11	78.0	44.00	NaN	17.0	NaN	18.0	45.0	0.25	7.31	86.0	78.0	16.0	14.0	98.0	9.3	85.0	0.7	NaN	133.0	NaN	2.0	3.3	3.8	0.3	NaN	36.2	12.2	NaN	5.7	NaN	317.0	83.14	0	NaN	NaN	-0.03	1	0	54
1	2	54.0	94.0	36.00	114.0	50.50	36.0	9.0	NaN	NaN	22.0	NaN	NaN	NaN	NaN	NaN	100.0	NaN	7.9	113.0	2.5	NaN	78.0	NaN	2.5	4.4	5.1	NaN	NaN	27.8	9.7	NaN	11.0	NaN	158.0	75.91	0	0.0	1.0	-98.60	1	0	23
2	3	68.0	91.0	36.89	122.0	62.67	44.0	17.0	NaN	5.0	29.0	0.50	7.49	38.0	NaN	NaN	25.0	NaN	10.9	98.0	0.8	NaN	51.0	NaN	2.4	2.3	3.4	NaN	NaN	26.2	8.8	29.5	8.3	NaN	465.0	45.82	0	1.0	0.0	-1195.71	1	0	48
3	4	93.0	95.5	36.06	90.0	34.00	44.0	14.0	NaN	0.0	22.0	NaN	7.36	41.0	97.5	NaN	14.0	NaN	8.2	105.0	0.8	NaN	69.0	NaN	1.7	3.8	4.0	NaN	NaN	24.0	8.3	21.3	7.6	NaN	144.0	65.71	0	0.0	1.0	-8.77	1	0	29
4	5	61.0	96.0	36.22	114.0	73.00	NaN	14.0	NaN	NaN	24.0	NaN	NaN	NaN	NaN	16.0	6.0	62.0	7.8	105.0	0.6	NaN	103.0	NaN	1.9	2.8	3.1	0.5	NaN	39.7	14.2	29.0	4.7	NaN	273.0	28.09	1	1.0	0.0	-0.05	2	0	48
5	6	87.0	95.0	36.33	101.0	73.00	NaN	18.5	NaN	0.0	29.0	0.40	7.34	47.0	NaN	NaN	9.0	NaN	NaN	111.0	0.7	NaN	68.0	1.4	NaN	NaN	3.8	NaN	NaN	36.9	12.2	NaN	12.0	NaN	298.0	52.01	1	1.0	0.0	-0.03	3	0	17
6	7	103.0	93.0	37.28	91.0	59.00	45.0	12.0	NaN	-12.0	13.0	0.40	7.22	23.0	NaN	452.0	52.0	88.0	5.9	111.0	3.5	NaN	71.0	2.2	1.6	0.9	2.8	1.4	NaN	36.7	14.5	25.4	7.2	NaN	26.0	64.24	1	1.0	0.0	-0.05	1	0	45
7	8	65.0	79.0	35.67	89.0	57.00	40.0	12.0	NaN	-11.0	15.0	NaN	7.27	22.0	NaN	NaN	27.0	NaN	7.4	105.0	1.1	NaN	84.0	0.8	1.8	2.7	3.2	NaN	NaN	25.0	8.6	NaN	9.0	NaN	205.0	87.08	1	NaN	NaN	-2.23	1	0	40
8	9	85.0	89.5	35.33	78.0	56.00	44.0	13.0	NaN	-7.0	23.0	0.35	7.13	32.0	74.0	NaN	11.0	NaN	7.4	103.0	0.7	NaN	87.0	0.8	1.1	1.7	3.0	NaN	NaN	21.8	7.3	24.2	3.9	124.0	64.0	27.92	1	NaN	NaN	-0.03	1	1	258
9	10	63.0	90.0	35.50	97.0	63.00	47.0	10.0	NaN	-3.0	23.0	0.40	7.32	37.0	96.0	NaN	17.0	NaN	NaN	105.0	0.9	NaN	92.0	1.1	2.1	NaN	3.7	NaN	NaN	27.9	9.5	29.9	8.7	NaN	107.0	76.71	0	0.0	1.0	-2.36	3	0	23

Last rows

	PatientID	HR	O2Sat	Temp	SBP	MAP	DBP	Resp	EtCO2	BaseExcess	HCO3	FiO2	pH	PaCO2	SaO2	AST	BUN	Alkalinephos	Calcium	Chloride	Creatinine	Bilirubin_direct	Glucose	Lactate	Magnesium	Phosphate	Potassium	Bilirubin_total	TroponinI	Hct	Hgb	PTT	WBC	Fibrinogen	Platelets	Age	Gender	Unit1	Unit2	HospAdmTime	ICULOS	Hours
40326	119991	62.0	92.0	35.1	111.0	72.0	44.0	10.0	31.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.0	NaN	7.50	NaN	0.79	NaN	90.0	NaN	1.6	NaN	4.1	NaN	NaN	26.3	8.4	NaN	6.4	NaN	96.0	81.0	0	0.0	1.0	-66.13	1	25
40327	119992	84.0	86.5	35.9	116.0	75.0	56.0	15.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	37.0	NaN	9.20	NaN	9.93	NaN	97.0	NaN	1.8	6.6	4.5	NaN	0.41	30.2	9.5	NaN	2.8	NaN	198.0	45.0	1	1.0	0.0	-4.55	1	41
40328	119993	78.0	92.0	36.0	121.0	81.0	56.0	16.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.0	NaN	8.30	NaN	1.01	NaN	132.0	NaN	2.0	2.6	4.1	NaN	0.01	42.0	14.9	NaN	12.3	NaN	175.0	65.0	1	NaN	NaN	-3.53	1	21
40329	119994	68.0	93.0	35.4	95.0	68.0	48.0	12.0	26.0	NaN	NaN	0.4	7.25	28.0	97.2	NaN	11.0	NaN	1.02	NaN	1.03	NaN	104.0	2.25	1.9	3.6	3.6	NaN	NaN	30.3	10.2	NaN	7.2	NaN	62.0	71.0	1	0.0	1.0	-29.57	1	42
40330	119995	54.0	92.0	35.4	128.0	88.0	66.0	13.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9.0	NaN	8.80	NaN	0.81	NaN	86.0	NaN	2.0	3.0	3.5	NaN	NaN	39.2	13.1	NaN	7.0	289.0	154.0	76.0	1	0.0	1.0	-14.90	1	42
40331	119996	69.0	95.0	35.7	81.0	60.0	43.0	16.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	849.0	4.0	259.0	8.70	NaN	0.41	NaN	135.0	NaN	1.6	NaN	3.3	3.3	0.01	42.7	13.8	NaN	12.6	NaN	238.0	84.0	0	NaN	NaN	-6.69	1	48
40332	119997	44.0	89.0	36.3	97.0	63.0	47.0	14.0	45.0	NaN	NaN	NaN	NaN	NaN	NaN	24.0	5.0	116.0	9.80	NaN	0.69	0.1	101.5	NaN	3.1	3.1	3.1	0.7	1.09	44.0	15.0	38.2	10.0	NaN	177.0	30.0	1	NaN	NaN	-0.02	1	25
40333	119998	57.0	88.0	36.0	119.0	79.0	55.0	17.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9.0	49.0	68.0	7.80	NaN	6.60	NaN	83.0	NaN	1.9	4.1	4.2	0.2	NaN	26.1	8.0	NaN	10.7	NaN	179.0	60.0	0	1.0	0.0	-53.64	1	49
40334	119999	87.0	83.0	37.2	128.0	90.0	66.0	17.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	33.0	28.0	49.0	8.40	NaN	0.98	NaN	108.0	NaN	NaN	NaN	3.4	0.9	NaN	19.1	6.5	NaN	10.0	NaN	255.0	84.0	0	1.0	0.0	-10.74	1	20
40335	120000	72.0	96.0	36.4	110.0	78.0	58.0	15.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.0	9.0	75.0	8.90	NaN	0.53	0.1	123.0	NaN	2.2	4.0	3.3	0.9	NaN	37.1	11.6	29.1	5.4	NaN	216.0	62.0	0	NaN	NaN	0.00	1	35

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Cramér's V (φc)

Missing values

Sample

First rows

Last rows